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ResearchFormerly WizWand

Speech Quality Assessment on QualiSpeech

0.686PCC - NoiseQualiSpeech

Evaluation results

Method	Links
QualiSpeech2026.05		0.686	0.518	0.459	0.475	0.486	0.572	—	—	—	—	—	—
JASTIN2026.05		0.668	0.561	0.477	0.497	0.604	0.549	0.63	0.57	0.398	0.466	0.624	0.555
Gemini-2.5-Pro2026.05		0.406	0.424	0.434	0.43	0.406	0.383	0.304	0.407	0.396	0.332	0.39	0.335
Gemini-3-Pro2026.05		0.381	0.56	0.483	0.475	0.53	0.52	0.306	0.57	0.458	0.472	0.538	0.568
NISQA2026.05		0.315	0.29	0.239	0.335	0.266	0.336	0.261	0.284	0.244	0.312	0.262	0.329
Qwen3-Omni2026.05		0.277	0.263	0.362	0.347	0.367	0.384	0.23	0.246	0.369	0.303	0.368	0.384
Gemini-2.5-Flash2026.05		0.24	0.401	0.305	0.392	0.308	0.392	0.232	0.399	0.265	0.366	0.305	0.386
AES-CE2026.05		0.223	0.497	0.4	0.505	0.459	0.513	0.192	0.496	0.387	0.489	0.457	0.515
AES-CU2026.05		0.193	0.402	0.37	0.425	0.346	0.411	0.175	0.384	0.349	0.404	0.337	0.405
AES-PQ2026.05		0.182	0.404	0.328	0.398	0.35	0.405	0.158	0.396	0.322	0.391	0.346	0.405
UTMOS2026.05		0.174	0.482	0.271	0.444	0.448	0.482	0.155	0.495	0.281	0.462	0.458	0.5
AudioFlamingo32026.05		0.019	-0.19	0.034	-0.146	0.158	0.113	0.015	-0.184	0.049	-0.15	0.161	0.119
Qwen2-Audio2026.05		-0.081	-0.047	-0.068	0.005	0.018	0.042	-0.029	-0.036	-0.126	-0.038	0.024	0.038
AES-PC2026.05		-0.575	-0.017	-0.1	-0.203	-0.034	-0.174	-0.421	-0.021	-0.221	-0.205	-0.019	-0.143